European industry and AI news. Projects: - Skyforge rust agent harness: https://xitter.cf/t.co/Lg4c9zemG9 - Fishing in the UK: https://xitter.cf/t.co/3SY525j9aV

Amsterdam
Joined December 2025
Replying to @sawyerhood
I've switched to my own harness and the system prompt is a single line so yeah, up front token burn is not a thing for me :P
109
Replying to @finzyy22
The clue is in what you called it - TINY Ranger shuttle. Thrust to mass ratio.
5
Dave retweeted
Teortaxes▶️ (DeepSeek 推特🐋铁粉 2023 – ∞)
@teortaxesTex3h
Absurd dominance from 6.1 Sol. Same cost as V4.1F, radically better results. And a hole in "V4.1F-1017 is a 5.6 Sol replacement" (though this was known in this case, 5.6 was already maxing out the soft ceiling of the original CritPt) Grok 4.7, on the other hand, surges to parity
After 4 months of careful expert review, we release CritPt v2. GPT-6 Astra leads the way with 83.1% accuracy (average of 5). We made changes to 47 challenges in total, which breaks down to: - 5 corrections to mistakes in the problem statement (e.g., wrong number, self-contradictory constraints) - 19 revisions to address underspecification (e.g., missing conventions/constraints that gives ambiguity to final answers) - 16 grader fixes (e.g., grader unstable, error tolerant range too tight) without revision to the problem statement - 7 refinements even though no issues were found (e.g., rephrased to be less searchable, worded more rigorously) We also fixed some minor typos (spelling, grammar) which are unlikely to affect model performance. Here’s how we found the issues: - David Louapre @dlouapre from HuggingFace reported 10 issues across 8 challenges in June 2026. We accepted 8 issues and revised 8 challenges accordingly. We also thank David’s helpful revision suggestions. - Anthropic sent a list of ~65 issues across 31 challenges in Aug 2026. Upon careful review of the full list, we accepted ~28 issues and revised 19 challenges accordingly (two overlapping with David’s list). - We conducted an internal expert review of all problems, including newly revised ones, involving cross checking full responses of GPT-6 Astra (max) with CritPt experts. We ended up fixing/refining 20 additional problems. From 28.9% in Nov 2025 (GPT-5 high, coding tool) to 83.1% now (GPT-6 Astra max, coding tool), the progress AI has made on well-posed physics problems is remarkable in a year. CritPt consists of entry-level research problems for junior researchers: the kinds of warm-up exercises a hands-on advisor might pose for a fresh grad student, but still demand solid physics training and nontrivial physical reasoning. In this sense, frontier models are crossing a “critical point”, but there’s a lot more beyond this transitioning point in real scientific discovery. Asking a good question can be much harder than solving one. A good question can be fundamentally ambiguous and constantly changing as we explore. And ultimately, decisive tests of physics require experiments. There is so much more to explore. We sincerely thank our evaluation partner @ArtificialAnlys, who will co-host the leaderboard of CritPt v2 soon! CritPt Website: critpt.com/ GitHub: github.com/CritPt-Benchmark/… HuggingFace: huggingface.co/datasets/Crit…
2
3
130
10,955
Replying to @theo
In some ways yes (many models work great with very minimal harness), in some ways no (some models are very sensitive to the harness you use with them)
42
His name is "Zelenskyy"
12
We’ve spent the past year developing new primitives for GPUs. We believe this enables new algorithms to change how machines learn, open new markets, and dramatically reshape AI’s cost structure. We have raised a $1 billion Series A, co-led by Index and Lux.
274
212
226
3,614
712,574
Got DeepSeek grinding away trying to improve Metal MMUL performance
9
Replying to @SpencerHakimian
Jensen has been consistent on taxes the whole time. These guys are not all the same as each other
64
Great summary
Let me clear up some common misconceptions regarding Starlinkand Starshield. 1. As of October 21, Starlink's Terms of Service do not impose a blanket prohibition on military use, although its incorporated Acceptable Use Policy restricts military activities and drone operations without appropriate authorization. Given Ukraine's extensive and publicly acknowledged military use of Starlink over several years, it stretches credulity to suggest that SpaceX was unaware of or had not acquiesced to at least some military applications. It is also striking that the disruption coincided with disagreements over Ukraine's policy of targeting Russian refineries and data centers, as well as Musk's tweet that "This has gone too far." 2. While the Pentagon exercises operational authority over U.S.-procured Starshield services, SpaceX owns and operates the underlying Starlink network and infrastructure on which certain Starshield services depend. The precise division of technical and contractual authority remains disputed. 3. SpaceX does not provide Starlink and Starshield services to Ukraine for free. Ukraine, Poland, and Germany pay for Starlink terminals and subscriptions, while Starshield is supplied through U.S. government contractual arrangements. SpaceX is a commercial defense contractor being paid to provide critical military communications services, not a charitable benefactor. Its unilateral restriction of contracted services, if established, could constitute a breach of contract and could expose SpaceX to considerable liability. 4. Full service has not been restored. Ukrainian officials continue to report operational restrictions affecting Starlink and/or Starshield services. 5. Starlink is not the only satellite communications platform available or being developed. Alternatives include Eutelsat OneWeb, GOVSATCOM, and the planned European IRIS2 constellation, although these are not yet complete substitutes for Starlink's capabilities. Nevertheless, they do indicate a willingness to look beyond SpaceX as a provider of these services.
4
Replying to @ivanfioravanti
is it though? should I be running bf Qwen instead of quant-maxxing DS4?
151
Another vulnerability few are talking about: I found my Claude Code exposing personal data in http headers because the sites it curled politely asked agents to identify their users 😊 Epistemic cybersecurity is the hot new category for 2027.
55
144
24
2,709
105,738
Replying to @unusual_whales
it doesn't matter if it's valued at 10000x revenue - you will buy it and you will love it!
24
This is an extremely interesting idea. I wonder if you could do this for science?
Interesting idea. Had tokens to burn so I got Opus to put it to the test
17
“Claude, rewrite PHP in rust. Make no mistakes.”
21
Back to the Qwen3.8-27B - 18 models tested I ran 18 different quantisations and inferences combinations on my Studio M5 Ultra, you should find this interesting... (more in the thread).
16
8
2
103
144,336
New additions to Skyforge harness today!
1
9
26 years of humanitarianism
38
571
11
3,759
54,259
Replying to @ornith_
This looks very promising
2